{"id":"W4399728130","doi":"10.32920/26046601","title":"More Than a Feeling: The Role of Pathos in Documentary Film and Social Impact Risk Communication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Professional Engineers Ontario; Queen's University","funders":"","keywords":"Pathos; Feeling; Documentary film; Risk communication; Aesthetics; Psychology; Social psychology; Sociology; Business; Art; Literature; Media studies; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003745616,0.0004584873,0.0002336098,0.001174258,0.002801516,0.008713044,0.0006299768,0.00131595,0.003671825],"category_scores_gemma":[0.01125315,0.0002418892,0.0002746198,0.000762663,0.01087507,0.007532733,0.004859119,0.002317193,0.0003267571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114086,"about_ca_system_score_gemma":0.0005995816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492169,"about_ca_topic_score_gemma":0.0008276911,"domain_scores_codex":[0.9963655,0.002790958,0.00008505873,0.0001953335,0.0004067798,0.0001562312],"domain_scores_gemma":[0.9895573,0.008394322,0.001051822,0.0003534378,0.0003107827,0.0003322875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002655438,0.0001266962,0.009377083,0.001296794,0.00005437068,0.002538385,0.785737,0.0001918365,0.005944303,0.1157054,0.002741764,0.07602093],"study_design_scores_gemma":[0.00005164841,0.0005246758,0.02733517,0.00217284,0.0001493274,0.005190282,0.7253593,0.0006427089,0.005445384,0.04341265,0.1896079,0.0001081687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7293121,0.0118665,0.01429527,0.02229857,0.0007017381,0.0001544404,0.00009430188,0.0001033223,0.2211739],"genre_scores_gemma":[0.9901451,0.002674398,0.001787251,0.0006439239,0.0001689755,0.00003970921,0.00002103381,0.00003646029,0.004483165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008713044,"threshold_uncertainty_score":0.01980895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056457197264091,"score_gpt":0.3248730056787364,"score_spread":0.2943084337060956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}